autotrain-js-classification-6-cat-dist-bert-uncased-54424128043

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 54424128043
• CO2 Emissions (in grams): 0.0014

Validation Metrics

• Loss: 0.332
• Accuracy: 0.914
• Macro F1: 0.917
• Micro F1: 0.914
• Weighted F1: 0.914
• Macro Precision: 0.927
• Micro Precision: 0.914
• Weighted Precision: 0.916
• Macro Recall: 0.910
• Micro Recall: 0.914
• Weighted Recall: 0.914

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/bodik/autotrain-js-classification-6-cat-dist-bert-uncased-54424128043

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("bodik/autotrain-js-classification-6-cat-dist-bert-uncased-54424128043", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("bodik/autotrain-js-classification-6-cat-dist-bert-uncased-54424128043", use_auth_token=True)

inputs = tokenizer("I love AutoTrain", return_tensors="pt")

outputs = model(**inputs)